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Phase 4 · SQL & Databases

Topics

Data Warehouses (BigQuery, Snowflake)

Part of the Data Science Roadmap.

Summary

Modern cloud warehouses built to query massive datasets far beyond what a local database could handle — the common destination for the large-scale data a data scientist often pulls from.

How to Learn This

  • 1Try a free tier of BigQuery or Snowflake with a public sample dataset.
  • 2Learn the basic pricing model differences (compute vs storage) between warehouses.
  • 3Understand that the SQL you already know transfers directly, with minor dialect differences.

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NoSQL Basics (MongoDB Overview)

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SQL Case Study for a Data Science Problem

More topics in SQL & Databases

SQL FundamentalsJoins & AggregationsWindow FunctionsQuery OptimizationNoSQL Basics (MongoDB Overview)
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